The Deep Learning with Keras Workshop: Learn how to define and train neural network models with just a few lines of code

Matthew Moocarme, et all

Informasi Dasar

21.21.013
006.31
Buku - Elektronik (E-Book)
4

New experiences can be intimidating, but not this one! This beginner's guide to deep learning is here to help you explore deep learning from scratch with Keras, and be on your way to training your first ever neural networks.

What sets Keras apart from other deep learning frameworks is its simplicity. With over two hundred thousand users, Keras has a stronger adoption in industry and the research community than any other deep learning framework.

The Deep Learning with Keras Workshop starts by introducing you to the fundamental concepts of machine learning using the scikit-learn package. After learning how to perform the linear transformations that are necessary for building neural networks, you'll build your first neural network with the Keras library. As you advance, you'll learn how to build multi-layer neural networks and recognize when your model is underfitting or overfitting to the training data. With the help of practical exercises, you'll learn to use cross-validation techniques to evaluate your models and then choose the optimal hyperparameters to fine-tune their performance. Finally, you'll explore recurrent neural networks and learn how to train them to predict values in sequential data.

By the end of this book, you'll have developed the skills you need to confidently train your own neural network models.

Subjek

Machine Learning
 

Katalog

The Deep Learning with Keras Workshop: Learn how to define and train neural network models with just a few lines of code
978-1800562967
496p.: pdf file.; 9 MB
English

Sirkulasi

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Pengarang

Matthew Moocarme, et all
Perorangan
 
 

Penerbit

Packt Publishing
New York
2020

Koleksi

Kompetensi

  • CII3O3 - IOT DENGAN KEMAMPUAN CERDAS
  • CPI3O3 - IOT DENGAN KEMAMPUAN CERDAS

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